{"id":"W2106867642","doi":"10.1007/s10995-010-0569-8","title":"Monitoring the Adequacy of Catch-Up Growth Among Moderately Malnourished Children Receiving Home-Based Therapy Using Mid-Upper Arm Circumference in Southern Malawi","year":2010,"lang":"en","type":"article","venue":"Maternal and Child Health Journal","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Anthropometry; Malnutrition; Pediatrics; Severe Acute Malnutrition; Body weight; Public health; Demography; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007301632,0.000289598,0.0004328818,0.0002668792,0.0007660352,0.0003610357,0.0004028928,0.000130012,0.00007422495],"category_scores_gemma":[0.00002008308,0.0002039454,0.0001189915,0.000202116,0.0001255038,0.000325948,0.00004646161,0.00112893,0.000002130041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007423787,"about_ca_system_score_gemma":0.000069123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117574,"about_ca_topic_score_gemma":0.0001480649,"domain_scores_codex":[0.9976384,0.00025952,0.0007898964,0.0003064929,0.0004036654,0.0006019936],"domain_scores_gemma":[0.9988107,0.00006520456,0.0005225193,0.0002123587,0.0001196772,0.0002695198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005142013,0.0001311171,0.9920883,0.00008954588,0.00002088801,0.000006400072,0.002651223,0.00006801582,0.001186637,0.000005346955,0.000011093,0.003227196],"study_design_scores_gemma":[0.00279969,0.0001315377,0.9721102,0.001085907,0.000011174,0.0004074638,0.0001706136,0.0004386179,0.02163973,0.0009708527,0.000008493884,0.0002257611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926733,0.0008244604,0.00009199722,0.004609619,0.001383203,0.0003375276,0.00002590335,0.00003021594,0.00002379436],"genre_scores_gemma":[0.9975213,0.0004250795,0.0002581796,0.0006908131,0.001039034,0.000005131931,0.000003284913,0.00004738499,0.000009748332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045309,"threshold_uncertainty_score":0.8316653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383002183647779,"score_gpt":0.2853504074563963,"score_spread":0.2615203856199185,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}